Last Update: 3/13/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They assist roofers by carrying materials, removing old roofing, and cleaning up to ensure roofs are built or repaired efficiently and safely.
This role is evolving
The career of a helper roofer is labeled as "Evolving" because while technology like AI and robots is starting to assist with tasks such as roof inspections and heavy lifting, these tools mainly provide support rather than replace workers. Drones and machines are being tested, but the intricate work of cleaning, fitting, and maintaining roofs still relies heavily on human skills like balance and creativity.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is evolving
The career of a helper roofer is labeled as "Evolving" because while technology like AI and robots is starting to assist with tasks such as roof inspections and heavy lifting, these tools mainly provide support rather than replace workers. Drones and machines are being tested, but the intricate work of cleaning, fitting, and maintaining roofs still relies heavily on human skills like balance and creativity.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Helpers--Roofers
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
Right now, helper roofers still do most of the heavy work themselves. For example, experts have built drones with AI that can fly around and inspect roofs for damage [1], and there are even patented machines designed to tear off old shingles automatically [2]. There are also special exoskeleton suits that roofers can wear: a recent study found roofers using a battery-powered back-support suit felt much less fatigue and back pain when lifting heavy materials [3] [3].
But these machines mostly give support, not replace the worker. In contrast, tasks like sweeping debris, cleaning tools, unloading trucks, or clearing gutters are still done by people. No common robot or AI system is widely used yet to sweep a roof or scrub a gutter – each roof is different and tricky.
In short, technology is starting to help (for example, powerful vacuum machines and lifts move big loads), but helper roofers still need to do most steps by hand or with simple machines for now.

AI in the real world
Automation in roofing is growing slowly. Construction businesses have been looking at AI and robots to speed up work because there’s a big labor shortage – one contractor noted “we’re retiring two people for every one we bring in,” meaning older workers leave faster than young workers join [4]. This shortage pushes companies to find new solutions.
But fully replacing roof helpers is hard. Surveys and studies show that construction firms face high costs and risks when buying robots, and jobs are unique each time [5]. Also, roofers don’t earn extremely high wages (the U.S. Bureau of Labor Statistics reports a median pay around $50,000 a year [6]), so workers can be cheaper than very expensive machines.
Instead of robots on the roof, many companies use AI for office tasks – like software that reads blueprints and automatically estimates project costs [7]. In short, while AI tools and some robots are helping with planning and safety, the hands-on work of lifting, sweeping, and fitting roofs still needs skilled people. Human roofers’ balance, creativity, and teamwork remain very important even as new technology arrives [5] [3].

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Median Wage
$40,590
Jobs (2024)
5,200
Growth (2024-34)
+5.7%
Annual Openings
600
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Cover roofs with layers of roofing felt or asphalt strips before installing tile, slate, or composition materials.
Place tiles, nail them to roof boards, and cover nailheads with roofing cement.
Attach roofing paper and composition shingles, using nails.
Perform emergency leak repairs and general maintenance for a variety of roof types.
Attach sheets of metal to roof boards or building frameworks when installing metal roofs.
Hoist tar and roofing materials to roofs, using ropes and pulleys, or carry materials up ladders.
Chop tar into small pieces, and heat chopped tar in kettles.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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